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Deep Reinforcement Learning

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TitleStatusHype
DRL-Based Medium-Term Planning of Renewable-Integrated Self-Scheduling Cascaded Hydropower to Guide Wholesale Market ParticipationCode0
HypeRL: Parameter-Informed Reinforcement Learning for Parametric PDEs—0
Neural DNF-MT: A Neuro-symbolic Approach for Learning Interpretable and Editable PoliciesCode0
Rethinking Adversarial Attacks in Reinforcement Learning from Policy Distribution Perspective—0
Representation Convergence: Mutual Distillation is Secretly a Form of RegularizationCode0
Multi-Satellite Beam Hopping and Power Allocation Using Deep Reinforcement Learning—0
BLAST: A Stealthy Backdoor Leverage Attack against Cooperative Multi-Agent Deep Reinforcement Learning based Systems—0
Evaluating Scenario-based Decision-making for Interactive Autonomous Driving Using Rational Criteria: A Survey—0
Deep Reinforcement Learning for Job Scheduling and Resource Management in Cloud Computing: An Algorithm-Level Review—0
Towards Intelligent Antenna Positioning: Leveraging DRL for FAS-Aided ISAC Systems—0
β-DQN: Improving Deep Q-Learning By Evolving the Behavior—0
Diversity Optimization for Travelling Salesman Problem via Deep Reinforcement LearningCode0
Stabilizing and Accelerating Autofocus with Expert Trajectory Regularized Deep Reinforcement Learning—0
Goal Recognition using Actor-Critic Optimization—0
Protein Structure Prediction in the 3D HP Model Using Deep Reinforcement Learning—0
Efficient and Scalable Deep Reinforcement Learning for Mean Field Control GamesCode0
Numerical solutions of fixed points in two-dimensional Kuramoto-Sivashinsky equation expedited by reinforcement learningCode0
Image Classification with Deep Reinforcement Active Learning—0
Adaptive Context-Aware Multi-Path Transmission Control for VR/AR Content: A Deep Reinforcement Learning Approach—0
From Ceilings to Walls: Universal Dynamic Perching of Small Aerial Robots on Surfaces with Variable Orientations—0
Preventive Energy Management for Distribution Systems Under Uncertain Events: A Deep Reinforcement Learning Approach—0
Mobile Robots through Task-Based Human Instructions using Incremental Curriculum Learning—0
Optimizing Fantasy Sports Team Selection with Deep Reinforcement Learning—0
Robustness Evaluation of Offline Reinforcement Learning for Robot Control Against Action Perturbations—0
RIS-Assisted Aerial Non-Terrestrial Networks: An Intelligent Synergy with Deep Reinforcement Learning—0
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